Triple
T5607148
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liliane Bettencourt |
E147260
|
entity |
| Predicate | notableEvent |
P259
|
FINISHED |
| Object |
Bettencourt affair
The Bettencourt affair was a major French political and financial scandal involving L'Oréal heiress Liliane Bettencourt, allegations of tax evasion, illegal political donations, and influence peddling at the highest levels of the French government.
|
E536938
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bettencourt affair | Statement: [Liliane Bettencourt, notableEvent, Bettencourt affair]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bettencourt affair Context triple: [Liliane Bettencourt, notableEvent, Bettencourt affair]
-
A.
Calas affair
The Calas affair was an 18th-century French legal case involving the wrongful execution of Protestant merchant Jean Calas, which became a symbol of religious intolerance and judicial injustice and inspired Voltaire’s campaign for civil rights and legal reform.
-
B.
Profumo affair
The Profumo affair was a 1963 British political scandal involving Secretary of State for War John Profumo’s relationship with model Christine Keeler, which contributed to the downfall of Prime Minister Harold Macmillan’s government.
-
C.
Straperlo scandal
The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
-
D.
Thornton Affair
The Thornton Affair was an 1846 skirmish between Mexican and U.S. troops along the disputed Texas–Mexico border that helped trigger the Mexican–American War.
-
E.
Caroline affair
The Caroline affair was a diplomatic crisis between the United States and the British Empire in 1837–1838, sparked by the British destruction of the American steamboat Caroline while it was aiding Canadian rebels.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bettencourt affair Triple: [Liliane Bettencourt, notableEvent, Bettencourt affair]
Generated description
The Bettencourt affair was a major French political and financial scandal involving L'Oréal heiress Liliane Bettencourt, allegations of tax evasion, illegal political donations, and influence peddling at the highest levels of the French government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bettencourt affair Target entity description: The Bettencourt affair was a major French political and financial scandal involving L'Oréal heiress Liliane Bettencourt, allegations of tax evasion, illegal political donations, and influence peddling at the highest levels of the French government.
-
A.
Calas affair
The Calas affair was an 18th-century French legal case involving the wrongful execution of Protestant merchant Jean Calas, which became a symbol of religious intolerance and judicial injustice and inspired Voltaire’s campaign for civil rights and legal reform.
-
B.
Profumo affair
The Profumo affair was a 1963 British political scandal involving Secretary of State for War John Profumo’s relationship with model Christine Keeler, which contributed to the downfall of Prime Minister Harold Macmillan’s government.
-
C.
Straperlo scandal
The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
-
D.
Thornton Affair
The Thornton Affair was an 1846 skirmish between Mexican and U.S. troops along the disputed Texas–Mexico border that helped trigger the Mexican–American War.
-
E.
Caroline affair
The Caroline affair was a diplomatic crisis between the United States and the British Empire in 1837–1838, sparked by the British destruction of the American steamboat Caroline while it was aiding Canadian rebels.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c0090500f881908374285baf0ac46f |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020fbb8748190841e5e09db3feef1 |
completed | March 22, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d4465388190b28f47f11e133b6a |
completed | March 22, 2026, 8:12 p.m. |
| NEDg | Description generation | batch_69c04e88680c8190845723f52c060fb7 |
completed | March 22, 2026, 8:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f7b889c81909db7cb4baf40ed80 |
completed | March 22, 2026, 8:22 p.m. |
Created at: March 22, 2026, 3:39 p.m.